Spatially mapping the immune landscape of melanoma using imaging mass cytometry

质量细胞仪 肿瘤微环境 免疫系统 间质细胞 细胞毒性T细胞 黑色素瘤 癌症研究 生物 CD8型 免疫学 免疫疗法 免疫检查点 抗原 肿瘤浸润淋巴细胞 表型 体外 基因 生物化学
作者
Dan Moldoveanu,LeeAnn Ramsay,Mathieu Lajoie,Luke Anderson-Trocmé,Marine Lingrand,Diana Berry,Lucas J. M. Perus,Yuhong Wei,Cleber Moraes,Rached Alkallas,Shivshankari Rajkumar,Dongmei Zuo,Matthew Dankner,Eric Hongbo Xu,Nicholas Bertos,Hamed S. Najafabadi,Simon Gravel,Santiago Costantino,Martin J. Richer,Amanda W. Lund,Sonia V. del Rincón,Alan Spatz,Wilson H. Miller,Rahima Jamal,Réjean Lapointe,Anne-Marie Mes-Masson,Simon Turcotte,Kevin Petrecca,Sinziana Dumitra,Ari N. Meguerditchian,Keith Richardson,Francine Tremblay,Béatrice Wang,May Chergui,Marie‐Christine Guiot,Kevin Watters,John Stagg,Daniela F. Quail,Catalin Mihalcioiu,Sarkis Meterissian,LeeAnn Ramsay
出处
期刊:Science immunology [American Association for the Advancement of Science (AAAS)]
卷期号:7 (70) 被引量:46
标识
DOI:10.1126/sciimmunol.abi5072
摘要

Melanoma is an immunogenic cancer with a high response rate to immune checkpoint inhibitors (ICIs). It harbors a high mutation burden compared with other cancers and, as a result, has abundant tumor-infiltrating lymphocytes (TILs) within its microenvironment. However, understanding the complex interplay between the stroma, tumor cells, and distinct TIL subsets remains a substantial challenge in immune oncology. To properly study this interplay, quantifying spatial relationships of multiple cell types within the tumor microenvironment is crucial. To address this, we used cytometry time-of-flight (CyTOF) imaging mass cytometry (IMC) to simultaneously quantify the expression of 35 protein markers, characterizing the microenvironment of 5 benign nevi and 67 melanomas. We profiled more than 220,000 individual cells to identify melanoma, lymphocyte subsets, macrophage/monocyte, and stromal cell populations, allowing for in-depth spatial quantification of the melanoma microenvironment. We found that within pretreatment melanomas, the abundance of proliferating antigen-experienced cytotoxic T cells (CD8+CD45RO+Ki67+) and the proximity of antigen-experienced cytotoxic T cells to melanoma cells were associated with positive response to ICIs. Our study highlights the potential of multiplexed single-cell technology to quantify spatial cell-cell interactions within the tumor microenvironment to understand immune therapy responses.
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